On the possible benefits of deep learning for spectral preprocessing
Author:
Affiliation:
1. Faculty of Science and Technology Norwegian University of Life Sciences Ås Norway
Publisher
Wiley
Subject
Applied Mathematics,Analytical Chemistry
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/cem.3374
Reference40 articles.
1. Pre‐processing in vibrational spectroscopy‐when;Rinnan Å;Anal Methods,2014
2. On lines and planes of closest fit to points in space;Pearson K;Philos Mag,1901
3. WoldS MartensH WoldH.The multivariate calibration problem in chemistry solved by the PLS method. In:KågströmB RuheA eds.Matrix Pencils.Lecture Notes in Mathematics. Vol973.Havsbad Sweden:Springer;1983:286‐293.https://doi.org/10.1007/BFb0062108
4. The collinearity problem in linear regression. The partial least squares (PLS) approach to generalized inverses;Wold S;SIAM J Sci Stat Comput,1984
5. Support‐Vector Networks;Cortes C;Mach Learn,1995
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